a-b-test-design
FreeDesign rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating visual designs and posters, or establishing consistent styling patterns across applications.
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See how to installReview the instructions the agent will receive before you install.
Comprehensive skill for creating beautiful, accessible user interfaces combining shadcn/ui components, Tailwind CSS utility styling, and canvas-based visual design systems.
Use when:
Install shadcn/ui with Tailwind:
npx shadcn@latest init
CLI prompts for framework, TypeScript, paths, and theme preferences. This configures both shadcn/ui and Tailwind CSS.
Add components:
npx shadcn@latest add button card dialog form
Use components with utility styling:
import { Button } from "@/components/ui/button"
import { Card, CardHeader, CardTitle, CardContent } from "@/components/ui/card"
export function Dashboard() {
return (
<div className="container mx-auto p-6 grid gap-6 md:grid-cols-2 lg:grid-cols-3">
<Card className="hover:shadow-lg transition-shadow">
<CardHeader>
<CardTitle className="text-2xl font-bold">Analytics</CardTitle>
</CardHeader>
<CardContent className="space-y-4">
<p className="text-muted-foreground">View your metrics</p>
<Button variant="default" className="w-full">
View Details
</Button>
</CardContent>
</Card>
</div>
)
}
Vite projects:
npm install -D tailwindcss @tailwindcss/vite
// vite.config.ts
import tailwindcss from '@tailwindcss/vite'
export default { plugins: [tailwindcss()] }
/* src/index.css */
@import "tailwindcss";
Comprehensive component catalog with usage patterns, installation, and composition examples.
See: references/shadcn-components.md
Covers:
Theme configuration, CSS variables, dark mode implementation, and component customization.
See: references/shadcn-theming.md
Covers:
ARIA patterns, keyboard navigation, screen reader support, and accessible component usage.
See: references/shadcn-accessibility.md
Covers:
Core utility classes for layout, spacing, typography, colors, borders, and shadows.
See: references/tailwind-utilities.md
Covers:
Mobile-first breakpoints, responsive utilities, and adaptive layouts.
See: references/tailwind-responsive.md
Covers:
Config file structure, custom utilities, plugins, and theme extensions.
See: references/tailwind-customization.md
Covers:
Canvas-based design philosophy, visual communication principles, and sophisticated compositions.
See: references/canvas-design-system.md
Covers:
Python automation for component installation and configuration generation.
Add shadcn/ui components with dependency handling:
python scripts/shadcn_add.py button card dialog
Generate tailwind.config.js with custom theme:
python scripts/tailwind_config_gen.py --colors brand:blue --fonts display:Inter
Component Library
references/shadcn-components.md - Complete component catalogreferences/shadcn-theming.md - Theming and customizationreferences/shadcn-accessibility.md - Accessibility patternsStyling System
references/tailwind-utilities.md - Core utility classesreferences/tailwind-responsive.md - Responsive designreferences/tailwind-customization.md - Configuration and extensionsVisual Design
references/canvas-design-system.md - Design philosophy and canvas workflowsAutomation
scripts/shadcn_add.py - Component installationscripts/tailwind_config_gen.py - Config generationForm with validation:
import { useForm } from "react-hook-form"
import { zodResolver } from "@hookform/resolvers/zod"
import * as z from "zod"
import { Form, FormField, FormItem, FormLabel, FormControl, FormMessage } from "@/components/ui/form"
import { Input } from "@/components/ui/input"
import { Button } from "@/components/ui/button"
const schema = z.object({
email: z.string().email(),
password: z.string().min(8)
})
export function LoginForm() {
const form = useForm({
resolver: zodResolver(schema),
defaultValues: { email: "", password: "" }
})
return (
<Form {...form}>
<form onSubmit={form.handleSubmit(console.log)} className="space-y-6">
<FormField control={form.control} name="email" render={({ field }) => (
<FormItem>
<FormLabel>Email</FormLabel>
<FormControl>
<Input type="email" {...field} />
</FormControl>
<FormMessage />
</FormItem>
)} />
<Button type="submit" className="w-full">Sign In</Button>
</form>
</Form>
)
}
Responsive layout with dark mode:
<div className="min-h-screen bg-white dark:bg-gray-900">
<div className="container mx-auto px-4 py-8">
<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6">
<Card className="bg-white dark:bg-gray-800 border-gray-200 dark:border-gray-700">
<CardContent className="p-6">
<h3 className="text-xl font-semibold text-gray-900 dark:text-white">
Content
</h3>
</CardContent>
</Card>
</div>
</div>
</div>
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Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
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Format CVs for academic positions with publications, grants, and teaching
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Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
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Create accessibility testing plans covering assistive technologies and WCAG criteria.
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When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
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